Documentation
Technology areas
close
AI and ML
Application development
Application hosting
Compute
Data analytics and pipelines
Databases
Distributed, hybrid, and multicloud
Generative AI
Industry solutions
Networking
Observability and monitoring
Security
Storage
Cross-product tools
close
Access and resources management
Costs and usage management
Google Cloud SDK, languages, frameworks, and tools
Infrastructure as code
Migration
Related sites
close
Google Cloud Home
Free Trial and Free Tier
Architecture Center
Blog
Contact Sales
Google Cloud Developer Center
Google Developer Center
Google Cloud Marketplace
Google Cloud Marketplace Documentation
Google Cloud Skills Boost
Google Cloud Solution Center
Google Cloud Support
Google Cloud Tech Youtube Channel
/
English
Deutsch
Español – América Latina
Français
Português – Brasil
中文 – 简体
日本語
한국어
Sign in
Python
Overview
Guides
Reference
Samples
Contact Us
Start free
Documentation
Overview
Guides
Reference
Samples
Technology areas
More
Cross-product tools
More
Related sites
More
Console
Contact Us
Start free
Overview
Library reference docs
BigQuery DataFrames
google-cloud-access-approval
google-cloud-advisorynotifications
google-cloud-aiplatform
Overview
aiplatform APIs
Overview
Classes
Methods
Properties and Attributes
Changelog
Multiprocessing
Aiplatform
Types for Google Cloud Aiplatform V1 Schema Trainingjob Definition v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Trainingjob Definition v1beta1 API
Types for Google Cloud Aiplatform V1 Schema Predict Instance v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Predict Instance v1beta1 API
Types for Google Cloud Aiplatform V1 Schema Predict Params v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Predict Params v1beta1 API
Types for Google Cloud Aiplatform V1 Schema Predict Prediction v1 API
Types for Google Cloud Aiplatform V1beta1 Schema Predict Prediction v1beta1 API
Google Cloud Aiplatform SDK
aiplatform
Overview
prediction
Overview
DefaultSerializer
Handler
LocalEndpoint
LocalModel
PredictionHandler
Predictor
Serializer
Artifact
AutoMLForecastingTrainingJob
AutoMLImageTrainingJob
AutoMLTabularTrainingJob
AutoMLTextTrainingJob
AutoMLVideoTrainingJob
BatchPredictionJob
CustomContainerTrainingJob
CustomJob
CustomPythonPackageTrainingJob
CustomTrainingJob
DeploymentResourcePool
Endpoint
EntityType
Execution
Experiment
ExperimentRun
Feature
Featurestore
HyperparameterTuningJob
ImageDataset
MatchingEngineIndex
MatchingEngineIndexEndpoint
Model
ModelDeploymentMonitoringJob
ModelEvaluation
PipelineJob
PipelineJobSchedule
PrivateEndpoint
Overview
PrivateServiceConnectConfig
SequenceToSequencePlusForecastingTrainingJob
TabularDataset
TemporalFusionTransformerForecastingTrainingJob
Tensorboard
TensorboardExperiment
TensorboardRun
TensorboardTimeSeries
TextDataset
TimeSeriesDataset
TimeSeriesDenseEncoderForecastingTrainingJob
VideoDataset
instance_v1.types
Overview
ImageClassificationPredictionInstance
ImageObjectDetectionPredictionInstance
ImageSegmentationPredictionInstance
TextClassificationPredictionInstance
TextExtractionPredictionInstance
TextSentimentPredictionInstance
VideoActionRecognitionPredictionInstance
VideoClassificationPredictionInstance
VideoObjectTrackingPredictionInstance
params_v1.types
Overview
ImageClassificationPredictionParams
ImageObjectDetectionPredictionParams
ImageSegmentationPredictionParams
VideoActionRecognitionPredictionParams
VideoClassificationPredictionParams
VideoObjectTrackingPredictionParams
prediction_v1.types
Overview
ClassificationPredictionResult
ImageObjectDetectionPredictionResult
ImageSegmentationPredictionResult
TabularClassificationPredictionResult
TabularRegressionPredictionResult
TextExtractionPredictionResult
TextSentimentPredictionResult
VideoActionRecognitionPredictionResult
VideoClassificationPredictionResult
VideoObjectTrackingPredictionResult
Overview
Frame
definition_v1.types
Overview
AutoMlImageClassification
AutoMlImageClassificationInputs
Overview
ModelType
AutoMlImageClassificationMetadata
Overview
SuccessfulStopReason
AutoMlImageObjectDetection
AutoMlImageObjectDetectionInputs
Overview
ModelType
AutoMlImageObjectDetectionMetadata
Overview
SuccessfulStopReason
AutoMlImageSegmentation
AutoMlImageSegmentationInputs
Overview
ModelType
AutoMlImageSegmentationMetadata
Overview
SuccessfulStopReason
AutoMlTables
AutoMlTablesInputs
Overview
Transformation
Overview
AutoTransformation
CategoricalArrayTransformation
CategoricalTransformation
NumericArrayTransformation
NumericTransformation
TextArrayTransformation
TextTransformation
TimestampTransformation
AutoMlTablesMetadata
AutoMlTextClassification
AutoMlTextClassificationInputs
AutoMlTextExtraction
AutoMlTextExtractionInputs
AutoMlTextSentiment
AutoMlTextSentimentInputs
AutoMlVideoActionRecognition
AutoMlVideoActionRecognitionInputs
Overview
ModelType
AutoMlVideoClassification
AutoMlVideoClassificationInputs
Overview
ModelType
AutoMlVideoObjectTracking
AutoMlVideoObjectTrackingInputs
Overview
ModelType
ExportEvaluatedDataItemsConfig
instance_v1beta1.types
Overview
ImageClassificationPredictionInstance
ImageObjectDetectionPredictionInstance
ImageSegmentationPredictionInstance
TextClassificationPredictionInstance
TextExtractionPredictionInstance
TextSentimentPredictionInstance
VideoActionRecognitionPredictionInstance
VideoClassificationPredictionInstance
VideoObjectTrackingPredictionInstance
params_v1beta1.types
Overview
ImageClassificationPredictionParams
ImageObjectDetectionPredictionParams
ImageSegmentationPredictionParams
VideoActionRecognitionPredictionParams
VideoClassificationPredictionParams
VideoObjectTrackingPredictionParams
prediction_v1beta1.types
Overview
ClassificationPredictionResult
ImageObjectDetectionPredictionResult
ImageSegmentationPredictionResult
TabularClassificationPredictionResult
TabularRegressionPredictionResult
TextExtractionPredictionResult
TextSentimentPredictionResult
TimeSeriesForecastingPredictionResult
VideoActionRecognitionPredictionResult
VideoClassificationPredictionResult
VideoObjectTrackingPredictionResult
Overview
Frame
definition_v1beta1.types
Overview
AutoMlForecasting
AutoMlForecastingInputs
Overview
Granularity
Transformation
Overview
AutoTransformation
CategoricalTransformation
NumericTransformation
TextTransformation
TimestampTransformation
AutoMlForecastingMetadata
AutoMlImageClassification
AutoMlImageClassificationInputs
Overview
ModelType
AutoMlImageClassificationMetadata
Overview
SuccessfulStopReason
AutoMlImageObjectDetection
AutoMlImageObjectDetectionInputs
Overview
ModelType
AutoMlImageObjectDetectionMetadata
Overview
SuccessfulStopReason
AutoMlImageSegmentation
AutoMlImageSegmentationInputs
Overview
ModelType
AutoMlImageSegmentationMetadata
Overview
SuccessfulStopReason
AutoMlTables
AutoMlTablesInputs
Overview
Transformation
Overview
AutoTransformation
CategoricalArrayTransformation
CategoricalTransformation
NumericArrayTransformation
NumericTransformation
TextArrayTransformation
TextTransformation
TimestampTransformation
AutoMlTablesMetadata
AutoMlTextClassification
AutoMlTextClassificationInputs
AutoMlTextExtraction
AutoMlTextExtractionInputs
AutoMlTextSentiment
AutoMlTextSentimentInputs
AutoMlVideoActionRecognition
AutoMlVideoActionRecognitionInputs
Overview
ModelType
AutoMlVideoClassification
AutoMlVideoClassificationInputs
Overview
ModelType
AutoMlVideoObjectTracking
AutoMlVideoObjectTrackingInputs
Overview
ModelType
ExportEvaluatedDataItemsConfig
ExperimentModel
Aiplatform V1
dataset_service
Overview
pagers
Overview
ListAnnotationsAsyncPager
ListAnnotationsPager
ListDataItemsAsyncPager
ListDataItemsPager
ListDatasetVersionsAsyncPager
ListDatasetVersionsPager
ListDatasetsAsyncPager
ListDatasetsPager
ListSavedQueriesAsyncPager
ListSavedQueriesPager
SearchDataItemsAsyncPager
SearchDataItemsPager
DatasetServiceAsyncClient
DatasetServiceClient
deployment_resource_pool_service
Overview
pagers
Overview
ListDeploymentResourcePoolsAsyncPager
ListDeploymentResourcePoolsPager
QueryDeployedModelsAsyncPager
QueryDeployedModelsPager
DeploymentResourcePoolServiceAsyncClient
DeploymentResourcePoolServiceClient
endpoint_service
Overview
pagers
Overview
ListEndpointsAsyncPager
ListEndpointsPager
EndpointServiceAsyncClient
EndpointServiceClient
evaluation_service
Overview
EvaluationServiceAsyncClient
EvaluationServiceClient
feature_online_store_admin_service
Overview
pagers
Overview
ListFeatureOnlineStoresAsyncPager
ListFeatureOnlineStoresPager
ListFeatureViewSyncsAsyncPager
ListFeatureViewSyncsPager
ListFeatureViewsAsyncPager
ListFeatureViewsPager
FeatureOnlineStoreAdminServiceAsyncClient
FeatureOnlineStoreAdminServiceClient
feature_online_store_service
Overview
FeatureOnlineStoreServiceAsyncClient
FeatureOnlineStoreServiceClient
feature_registry_service
Overview
pagers
Overview
ListFeatureGroupsAsyncPager
ListFeatureGroupsPager
ListFeaturesAsyncPager
ListFeaturesPager
FeatureRegistryServiceAsyncClient
FeatureRegistryServiceClient
featurestore_online_serving_service
Overview
FeaturestoreOnlineServingServiceAsyncClient
FeaturestoreOnlineServingServiceClient
featurestore_service
Overview
pagers
Overview
ListEntityTypesAsyncPager
ListEntityTypesPager
ListFeaturesAsyncPager
ListFeaturesPager
ListFeaturestoresAsyncPager
ListFeaturestoresPager
SearchFeaturesAsyncPager
SearchFeaturesPager
FeaturestoreServiceAsyncClient
FeaturestoreServiceClient
gen_ai_tuning_service
Overview
pagers
Overview
ListTuningJobsAsyncPager
ListTuningJobsPager
GenAiTuningServiceAsyncClient
GenAiTuningServiceClient
index_endpoint_service
Overview
pagers
Overview
ListIndexEndpointsAsyncPager
ListIndexEndpointsPager
IndexEndpointServiceAsyncClient
IndexEndpointServiceClient
index_service
Overview
pagers
Overview
ListIndexesAsyncPager
ListIndexesPager
IndexServiceAsyncClient
IndexServiceClient
job_service
Overview
pagers
Overview
ListBatchPredictionJobsAsyncPager
ListBatchPredictionJobsPager
ListCustomJobsAsyncPager
ListCustomJobsPager
ListDataLabelingJobsAsyncPager
ListDataLabelingJobsPager
ListHyperparameterTuningJobsAsyncPager
ListHyperparameterTuningJobsPager
ListModelDeploymentMonitoringJobsAsyncPager
ListModelDeploymentMonitoringJobsPager
ListNasJobsAsyncPager
ListNasJobsPager
ListNasTrialDetailsAsyncPager
ListNasTrialDetailsPager
SearchModelDeploymentMonitoringStatsAnomaliesAsyncPager
SearchModelDeploymentMonitoringStatsAnomaliesPager
JobServiceAsyncClient
JobServiceClient
llm_utility_service
Overview
LlmUtilityServiceAsyncClient
LlmUtilityServiceClient
match_service
Overview
MatchServiceAsyncClient
MatchServiceClient
metadata_service
Overview
pagers
Overview
ListArtifactsAsyncPager
ListArtifactsPager
ListContextsAsyncPager
ListContextsPager
ListExecutionsAsyncPager
ListExecutionsPager
ListMetadataSchemasAsyncPager
ListMetadataSchemasPager
ListMetadataStoresAsyncPager
ListMetadataStoresPager
MetadataServiceAsyncClient
MetadataServiceClient
migration_service
Overview
pagers
Overview
SearchMigratableResourcesAsyncPager
SearchMigratableResourcesPager
MigrationServiceAsyncClient
MigrationServiceClient
model_garden_service
Overview
ModelGardenServiceAsyncClient
ModelGardenServiceClient
model_service
Overview
pagers
Overview
ListModelEvaluationSlicesAsyncPager
ListModelEvaluationSlicesPager
ListModelEvaluationsAsyncPager
ListModelEvaluationsPager
ListModelVersionsAsyncPager
ListModelVersionsPager
ListModelsAsyncPager
ListModelsPager
ModelServiceAsyncClient
ModelServiceClient
notebook_service
Overview
pagers
Overview
ListNotebookExecutionJobsAsyncPager
ListNotebookExecutionJobsPager
ListNotebookRuntimeTemplatesAsyncPager
ListNotebookRuntimeTemplatesPager
ListNotebookRuntimesAsyncPager
ListNotebookRuntimesPager
NotebookServiceAsyncClient
NotebookServiceClient
persistent_resource_service
Overview
pagers
Overview
ListPersistentResourcesAsyncPager
ListPersistentResourcesPager
PersistentResourceServiceAsyncClient
PersistentResourceServiceClient
pipeline_service
Overview
pagers
Overview
ListPipelineJobsAsyncPager
ListPipelineJobsPager
ListTrainingPipelinesAsyncPager
ListTrainingPipelinesPager
PipelineServiceAsyncClient
PipelineServiceClient
prediction_service
Overview
PredictionServiceAsyncClient
PredictionServiceClient
schedule_service
Overview
pagers
Overview
ListSchedulesAsyncPager
ListSchedulesPager
ScheduleServiceAsyncClient
ScheduleServiceClient
specialist_pool_service
Overview
pagers
Overview
ListSpecialistPoolsAsyncPager
ListSpecialistPoolsPager
SpecialistPoolServiceAsyncClient
SpecialistPoolServiceClient
tensorboard_service
Overview
pagers
Overview
ExportTensorboardTimeSeriesDataAsyncPager
ExportTensorboardTimeSeriesDataPager
ListTensorboardExperimentsAsyncPager
ListTensorboardExperimentsPager
ListTensorboardRunsAsyncPager
ListTensorboardRunsPager
ListTensorboardTimeSeriesAsyncPager
ListTensorboardTimeSeriesPager
ListTensorboardsAsyncPager
ListTensorboardsPager
TensorboardServiceAsyncClient
TensorboardServiceClient
vizier_service
Overview
pagers
Overview
ListStudiesAsyncPager
ListStudiesPager
ListTrialsAsyncPager
ListTrialsPager
VizierServiceAsyncClient
VizierServiceClient
types
Overview
AcceleratorType
ActiveLearningConfig
AddContextArtifactsAndExecutionsRequest
AddContextArtifactsAndExecutionsResponse
AddContextChildrenRequest
AddContextChildrenResponse
AddExecutionEventsRequest
AddExecutionEventsResponse
AddTrialMeasurementRequest
Annotation
Overview
LabelsEntry
AnnotationSpec
Artifact
Overview
LabelsEntry
State
AssignNotebookRuntimeOperationMetadata
AssignNotebookRuntimeRequest
Attribution
AutomaticResources
AutoscalingMetricSpec
AvroSource
BatchCancelPipelineJobsOperationMetadata
BatchCancelPipelineJobsRequest
BatchCancelPipelineJobsResponse
BatchCreateFeaturesOperationMetadata
BatchCreateFeaturesRequest
BatchCreateFeaturesResponse
BatchCreateTensorboardRunsRequest
BatchCreateTensorboardRunsResponse
BatchCreateTensorboardTimeSeriesRequest
BatchCreateTensorboardTimeSeriesResponse
BatchDedicatedResources
BatchDeletePipelineJobsRequest
BatchDeletePipelineJobsResponse
BatchImportEvaluatedAnnotationsRequest
BatchImportEvaluatedAnnotationsResponse
BatchImportModelEvaluationSlicesRequest
BatchImportModelEvaluationSlicesResponse
BatchMigrateResourcesOperationMetadata
Overview
PartialResult
BatchMigrateResourcesRequest
BatchMigrateResourcesResponse
BatchPredictionJob
Overview
InputConfig
InstanceConfig
LabelsEntry
OutputConfig
OutputInfo
BatchReadFeatureValuesOperationMetadata
BatchReadFeatureValuesRequest
Overview
EntityTypeSpec
PassThroughField
BatchReadFeatureValuesResponse
BatchReadTensorboardTimeSeriesDataRequest
BatchReadTensorboardTimeSeriesDataResponse
BigQueryDestination
BigQuerySource
BleuInput
BleuInstance
BleuMetricValue
BleuResults
BleuSpec
Blob
BlurBaselineConfig
BoolArray
CancelBatchPredictionJobRequest
CancelCustomJobRequest
CancelDataLabelingJobRequest
CancelHyperparameterTuningJobRequest
CancelNasJobRequest
CancelPipelineJobRequest
CancelTrainingPipelineRequest
CancelTuningJobRequest
Candidate
Overview
FinishReason
CheckTrialEarlyStoppingStateMetatdata
CheckTrialEarlyStoppingStateRequest
CheckTrialEarlyStoppingStateResponse
Citation
CitationMetadata
CoherenceInput
CoherenceInstance
CoherenceResult
CoherenceSpec
CompleteTrialRequest
CompletionStats
ComputeTokensRequest
ComputeTokensResponse
ContainerRegistryDestination
ContainerSpec
Content
Context
Overview
LabelsEntry
CopyModelOperationMetadata
CopyModelRequest
CopyModelResponse
CountTokensRequest
CountTokensResponse
CreateArtifactRequest
CreateBatchPredictionJobRequest
CreateContextRequest
CreateCustomJobRequest
CreateDataLabelingJobRequest
CreateDatasetOperationMetadata
CreateDatasetRequest
CreateDatasetVersionOperationMetadata
CreateDatasetVersionRequest
CreateDeploymentResourcePoolOperationMetadata
CreateDeploymentResourcePoolRequest
CreateEndpointOperationMetadata
CreateEndpointRequest
CreateEntityTypeOperationMetadata
CreateEntityTypeRequest
CreateExecutionRequest
CreateFeatureGroupOperationMetadata
CreateFeatureGroupRequest
CreateFeatureOnlineStoreOperationMetadata
CreateFeatureOnlineStoreRequest
CreateFeatureOperationMetadata
CreateFeatureRequest
CreateFeatureViewOperationMetadata
CreateFeatureViewRequest
CreateFeaturestoreOperationMetadata
CreateFeaturestoreRequest
CreateHyperparameterTuningJobRequest
CreateIndexEndpointOperationMetadata
CreateIndexEndpointRequest
CreateIndexOperationMetadata
CreateIndexRequest
CreateMetadataSchemaRequest
CreateMetadataStoreOperationMetadata
CreateMetadataStoreRequest
CreateModelDeploymentMonitoringJobRequest
CreateNasJobRequest
CreateNotebookExecutionJobOperationMetadata
CreateNotebookExecutionJobRequest
CreateNotebookRuntimeTemplateOperationMetadata
CreateNotebookRuntimeTemplateRequest
CreatePersistentResourceOperationMetadata
CreatePersistentResourceRequest
CreatePipelineJobRequest
CreateRegistryFeatureOperationMetadata
CreateScheduleRequest
CreateSpecialistPoolOperationMetadata
CreateSpecialistPoolRequest
CreateStudyRequest
CreateTensorboardExperimentRequest
CreateTensorboardOperationMetadata
CreateTensorboardRequest
CreateTensorboardRunRequest
CreateTensorboardTimeSeriesRequest
CreateTrainingPipelineRequest
CreateTrialRequest
CreateTuningJobRequest
CsvDestination
CsvSource
CustomJob
Overview
LabelsEntry
WebAccessUrisEntry
CustomJobSpec
DataItem
Overview
LabelsEntry
DataItemView
DataLabelingJob
Overview
AnnotationLabelsEntry
LabelsEntry
Dataset
Overview
LabelsEntry
DatasetVersion
DedicatedResources
DeleteArtifactRequest
DeleteBatchPredictionJobRequest
DeleteContextRequest
DeleteCustomJobRequest
DeleteDataLabelingJobRequest
DeleteDatasetRequest
DeleteDatasetVersionRequest
DeleteDeploymentResourcePoolRequest
DeleteEndpointRequest
DeleteEntityTypeRequest
DeleteExecutionRequest
DeleteFeatureGroupRequest
DeleteFeatureOnlineStoreRequest
DeleteFeatureRequest
DeleteFeatureValuesOperationMetadata
DeleteFeatureValuesRequest
Overview
SelectEntity
SelectTimeRangeAndFeature
DeleteFeatureValuesResponse
Overview
SelectEntity
SelectTimeRangeAndFeature
DeleteFeatureViewRequest
DeleteFeaturestoreRequest
DeleteHyperparameterTuningJobRequest
DeleteIndexEndpointRequest
DeleteIndexRequest
DeleteMetadataStoreOperationMetadata
DeleteMetadataStoreRequest
DeleteModelDeploymentMonitoringJobRequest
DeleteModelRequest
DeleteModelVersionRequest
DeleteNasJobRequest
DeleteNotebookExecutionJobRequest
DeleteNotebookRuntimeRequest
DeleteNotebookRuntimeTemplateRequest
DeleteOperationMetadata
DeletePersistentResourceRequest
DeletePipelineJobRequest
DeleteSavedQueryRequest
DeleteScheduleRequest
DeleteSpecialistPoolRequest
DeleteStudyRequest
DeleteTensorboardExperimentRequest
DeleteTensorboardRequest
DeleteTensorboardRunRequest
DeleteTensorboardTimeSeriesRequest
DeleteTrainingPipelineRequest
DeleteTrialRequest
DeployIndexOperationMetadata
DeployIndexRequest
DeployIndexResponse
DeployModelOperationMetadata
DeployModelRequest
Overview
TrafficSplitEntry
DeployModelResponse
DeployedIndex
DeployedIndexAuthConfig
Overview
AuthProvider
DeployedIndexRef
DeployedModel
DeployedModelRef
DeploymentResourcePool
DestinationFeatureSetting
DirectPredictRequest
DirectPredictResponse
DirectRawPredictRequest
DirectRawPredictResponse
DiskSpec
DoubleArray
EncryptionSpec
Endpoint
Overview
LabelsEntry
TrafficSplitEntry
EntityIdSelector
EntityType
Overview
LabelsEntry
EnvVar
ErrorAnalysisAnnotation
Overview
AttributedItem
QueryType
EvaluateInstancesRequest
EvaluateInstancesResponse
EvaluatedAnnotation
Overview
EvaluatedAnnotationType
EvaluatedAnnotationExplanation
Event
Overview
LabelsEntry
Type
ExactMatchInput
ExactMatchInstance
ExactMatchMetricValue
ExactMatchResults
ExactMatchSpec
Examples
Overview
ExampleGcsSource
Overview
DataFormat
ExamplesOverride
Overview
DataFormat
ExamplesRestrictionsNamespace
Execution
Overview
LabelsEntry
State
ExplainRequest
ExplainResponse
Explanation
ExplanationMetadata
Overview
InputMetadata
Overview
Encoding
FeatureValueDomain
Visualization
Overview
ColorMap
OverlayType
Polarity
Type
InputsEntry
OutputMetadata
OutputsEntry
ExplanationMetadataOverride
Overview
InputMetadataOverride
InputsEntry
ExplanationParameters
ExplanationSpec
ExplanationSpecOverride
ExportDataConfig
Overview
ExportUse
ExportDataOperationMetadata
ExportDataRequest
ExportDataResponse
ExportFeatureValuesOperationMetadata
ExportFeatureValuesRequest
Overview
FullExport
SnapshotExport
ExportFeatureValuesResponse
ExportFilterSplit
ExportFractionSplit
ExportModelOperationMetadata
Overview
OutputInfo
ExportModelRequest
Overview
OutputConfig
ExportModelResponse
ExportTensorboardTimeSeriesDataRequest
ExportTensorboardTimeSeriesDataResponse
Feature
Overview
LabelsEntry
MonitoringStatsAnomaly
Overview
Objective
ValueType
FeatureGroup
Overview
BigQuery
Overview
TimeSeries
LabelsEntry
FeatureNoiseSigma
Overview
NoiseSigmaForFeature
FeatureOnlineStore
Overview
Bigtable
Overview
AutoScaling
DedicatedServingEndpoint
LabelsEntry
Optimized
State
FeatureSelector
FeatureStatsAnomaly
FeatureValue
Overview
Metadata
FeatureValueDestination
FeatureValueList
FeatureView
Overview
BigQuerySource
FeatureRegistrySource
Overview
FeatureGroup
IndexConfig
Overview
BruteForceConfig
DistanceMeasureType
TreeAHConfig
LabelsEntry
SyncConfig
VertexRagSource
FeatureViewDataFormat
FeatureViewDataKey
Overview
CompositeKey
FeatureViewSync
Overview
SyncSummary
Featurestore
Overview
LabelsEntry
OnlineServingConfig
Overview
Scaling
State
FeaturestoreMonitoringConfig
Overview
ImportFeaturesAnalysis
Overview
Baseline
State
SnapshotAnalysis
ThresholdConfig
FetchFeatureValuesRequest
FetchFeatureValuesResponse
Overview
FeatureNameValuePairList
Overview
FeatureNameValuePair
FileData
FilterSplit
FindNeighborsRequest
Overview
Query
Overview
RRF
FindNeighborsResponse
Overview
NearestNeighbors
Neighbor
FluencyInput
FluencyInstance
FluencyResult
FluencySpec
FractionSplit
FulfillmentInput
FulfillmentInstance
FulfillmentResult
FulfillmentSpec
FunctionCall
FunctionCallingConfig
Overview
Mode
FunctionDeclaration
FunctionResponse
GcsDestination
GcsSource
GenerateContentRequest
GenerateContentResponse
Overview
PromptFeedback
Overview
BlockedReason
UsageMetadata
GenerationConfig
Overview
RoutingConfig
Overview
AutoRoutingMode
Overview
ModelRoutingPreference
ManualRoutingMode
GenericOperationMetadata
GenieSource
GetAnnotationSpecRequest
GetArtifactRequest
GetBatchPredictionJobRequest
GetContextRequest
GetCustomJobRequest
GetDataLabelingJobRequest
GetDatasetRequest
GetDatasetVersionRequest
GetDeploymentResourcePoolRequest
GetEndpointRequest
GetEntityTypeRequest
GetExecutionRequest
GetFeatureGroupRequest
GetFeatureOnlineStoreRequest
GetFeatureRequest
GetFeatureViewRequest
GetFeatureViewSyncRequest
GetFeaturestoreRequest
GetHyperparameterTuningJobRequest
GetIndexEndpointRequest
GetIndexRequest
GetMetadataSchemaRequest
GetMetadataStoreRequest
GetModelDeploymentMonitoringJobRequest
GetModelEvaluationRequest
GetModelEvaluationSliceRequest
GetModelRequest
GetNasJobRequest
GetNasTrialDetailRequest
GetNotebookExecutionJobRequest
GetNotebookRuntimeRequest
GetNotebookRuntimeTemplateRequest
GetPersistentResourceRequest
GetPipelineJobRequest
GetPublisherModelRequest
GetScheduleRequest
GetSpecialistPoolRequest
GetStudyRequest
GetTensorboardExperimentRequest
GetTensorboardRequest
GetTensorboardRunRequest
GetTensorboardTimeSeriesRequest
GetTrainingPipelineRequest
GetTrialRequest
GetTuningJobRequest
GoogleSearchRetrieval
GroundednessInput
GroundednessInstance
GroundednessResult
GroundednessSpec
GroundingChunk
Overview
RetrievedContext
Web
GroundingMetadata
GroundingSupport
HarmCategory
HyperparameterTuningJob
Overview
LabelsEntry
IdMatcher
ImportDataConfig
Overview
AnnotationLabelsEntry
DataItemLabelsEntry
ImportDataOperationMetadata
ImportDataRequest
ImportDataResponse
ImportFeatureValuesOperationMetadata
ImportFeatureValuesRequest
Overview
FeatureSpec
ImportFeatureValuesResponse
ImportModelEvaluationRequest
Index
Overview
IndexUpdateMethod
LabelsEntry
IndexDatapoint
Overview
CrowdingTag
NumericRestriction
Overview
Operator
Restriction
SparseEmbedding
IndexEndpoint
Overview
LabelsEntry
IndexPrivateEndpoints
IndexStats
InputDataConfig
Int64Array
IntegratedGradientsAttribution
JobState
LargeModelReference
LineageSubgraph
ListAnnotationsRequest
ListAnnotationsResponse
ListArtifactsRequest
ListArtifactsResponse
ListBatchPredictionJobsRequest
ListBatchPredictionJobsResponse
ListContextsRequest
ListContextsResponse
ListCustomJobsRequest
ListCustomJobsResponse
ListDataItemsRequest
ListDataItemsResponse
ListDataLabelingJobsRequest
ListDataLabelingJobsResponse
ListDatasetVersionsRequest
ListDatasetVersionsResponse
ListDatasetsRequest
ListDatasetsResponse
ListDeploymentResourcePoolsRequest
ListDeploymentResourcePoolsResponse
ListEndpointsRequest
ListEndpointsResponse
ListEntityTypesRequest
ListEntityTypesResponse
ListExecutionsRequest
ListExecutionsResponse
ListFeatureGroupsRequest
ListFeatureGroupsResponse
ListFeatureOnlineStoresRequest
ListFeatureOnlineStoresResponse
ListFeatureViewSyncsRequest
ListFeatureViewSyncsResponse
ListFeatureViewsRequest
ListFeatureViewsResponse
ListFeaturesRequest
ListFeaturesResponse
ListFeaturestoresRequest
ListFeaturestoresResponse
ListHyperparameterTuningJobsRequest
ListHyperparameterTuningJobsResponse
ListIndexEndpointsRequest
ListIndexEndpointsResponse
ListIndexesRequest
ListIndexesResponse
ListMetadataSchemasRequest
ListMetadataSchemasResponse
ListMetadataStoresRequest
ListMetadataStoresResponse
ListModelDeploymentMonitoringJobsRequest
ListModelDeploymentMonitoringJobsResponse
ListModelEvaluationSlicesRequest
ListModelEvaluationSlicesResponse
ListModelEvaluationsRequest
ListModelEvaluationsResponse
ListModelVersionsRequest
ListModelVersionsResponse
ListModelsRequest
ListModelsResponse
ListNasJobsRequest
ListNasJobsResponse
ListNasTrialDetailsRequest
ListNasTrialDetailsResponse
ListNotebookExecutionJobsRequest
ListNotebookExecutionJobsResponse
ListNotebookRuntimeTemplatesRequest
ListNotebookRuntimeTemplatesResponse
ListNotebookRuntimesRequest
ListNotebookRuntimesResponse
ListOptimalTrialsRequest
ListOptimalTrialsResponse
ListPersistentResourcesRequest
ListPersistentResourcesResponse
ListPipelineJobsRequest
ListPipelineJobsResponse
ListSavedQueriesRequest
ListSavedQueriesResponse
ListSchedulesRequest
ListSchedulesResponse
ListSpecialistPoolsRequest
ListSpecialistPoolsResponse
ListStudiesRequest
ListStudiesResponse
ListTensorboardExperimentsRequest
ListTensorboardExperimentsResponse
ListTensorboardRunsRequest
ListTensorboardRunsResponse
ListTensorboardTimeSeriesRequest
ListTensorboardTimeSeriesResponse
ListTensorboardsRequest
ListTensorboardsResponse
ListTrainingPipelinesRequest
ListTrainingPipelinesResponse
ListTrialsRequest
ListTrialsResponse
ListTuningJobsRequest
ListTuningJobsResponse
LookupStudyRequest
MachineSpec
ManualBatchTuningParameters
Measurement
Overview
Metric
MergeVersionAliasesRequest
MetadataSchema
Overview
MetadataSchemaType
MetadataStore
Overview
DataplexConfig
MetadataStoreState
MigratableResource
Overview
AutomlDataset
AutomlModel
DataLabelingDataset
Overview
DataLabelingAnnotatedDataset
MlEngineModelVersion
MigrateResourceRequest
Overview
MigrateAutomlDatasetConfig
MigrateAutomlModelConfig
MigrateDataLabelingDatasetConfig
Overview
MigrateDataLabelingAnnotatedDatasetConfig
MigrateMlEngineModelVersionConfig
MigrateResourceResponse
Model
Overview
BaseModelSource
DataStats
DeploymentResourcesType
ExportFormat
Overview
ExportableContent
LabelsEntry
OriginalModelInfo
ModelContainerSpec
ModelDeploymentMonitoringBigQueryTable
Overview
LogSource
LogType
ModelDeploymentMonitoringJob
Overview
LabelsEntry
LatestMonitoringPipelineMetadata
MonitoringScheduleState
ModelDeploymentMonitoringObjectiveConfig
ModelDeploymentMonitoringObjectiveType
ModelDeploymentMonitoringScheduleConfig
ModelEvaluation
Overview
ModelEvaluationExplanationSpec
ModelEvaluationSlice
Overview
Slice
Overview
SliceSpec
Overview
ConfigsEntry
Range
SliceConfig
Value
ModelExplanation
ModelGardenSource
ModelMonitoringAlertConfig
Overview
EmailAlertConfig
ModelMonitoringObjectiveConfig
Overview
ExplanationConfig
Overview
ExplanationBaseline
Overview
PredictionFormat
PredictionDriftDetectionConfig
Overview
AttributionScoreDriftThresholdsEntry
DriftThresholdsEntry
TrainingDataset
TrainingPredictionSkewDetectionConfig
Overview
AttributionScoreSkewThresholdsEntry
SkewThresholdsEntry
ModelMonitoringStatsAnomalies
Overview
FeatureHistoricStatsAnomalies
ModelSourceInfo
Overview
ModelSourceType
MutateDeployedIndexOperationMetadata
MutateDeployedIndexRequest
MutateDeployedIndexResponse
MutateDeployedModelOperationMetadata
MutateDeployedModelRequest
MutateDeployedModelResponse
NasJob
Overview
LabelsEntry
NasJobOutput
Overview
MultiTrialJobOutput
NasJobSpec
Overview
MultiTrialAlgorithmSpec
Overview
MetricSpec
Overview
GoalType
MultiTrialAlgorithm
SearchTrialSpec
TrainTrialSpec
NasTrial
Overview
State
NasTrialDetail
NearestNeighborQuery
Overview
Embedding
NumericFilter
Overview
Operator
Parameters
StringFilter
NearestNeighborSearchOperationMetadata
Overview
ContentValidationStats
RecordError
Overview
RecordErrorType
NearestNeighbors
Overview
Neighbor
Neighbor
NetworkSpec
NfsMount
NotebookEucConfig
NotebookExecutionJob
Overview
DataformRepositorySource
DirectNotebookSource
GcsNotebookSource
LabelsEntry
NotebookExecutionJobView
NotebookIdleShutdownConfig
NotebookRuntime
Overview
HealthState
LabelsEntry
RuntimeState
NotebookRuntimeTemplate
Overview
LabelsEntry
NotebookRuntimeTemplateRef
NotebookRuntimeType
PairwiseChoice
PairwiseMetricInput
PairwiseMetricInstance
PairwiseMetricResult
PairwiseMetricSpec
PairwiseQuestionAnsweringQualityInput
PairwiseQuestionAnsweringQualityInstance
PairwiseQuestionAnsweringQualityResult
PairwiseQuestionAnsweringQualitySpec
PairwiseSummarizationQualityInput
PairwiseSummarizationQualityInstance
PairwiseSummarizationQualityResult
PairwiseSummarizationQualitySpec
Part
PauseModelDeploymentMonitoringJobRequest
PauseScheduleRequest
PersistentDiskSpec
PersistentResource
Overview
LabelsEntry
State
PipelineFailurePolicy
PipelineJob
Overview
LabelsEntry
RuntimeConfig
Overview
InputArtifact
InputArtifactsEntry
ParameterValuesEntry
ParametersEntry
PipelineJobDetail
PipelineState
PipelineTaskDetail
Overview
ArtifactList
InputsEntry
OutputsEntry
PipelineTaskStatus
State
PipelineTaskExecutorDetail
Overview
ContainerDetail
CustomJobDetail
PipelineTemplateMetadata
PointwiseMetricInput
PointwiseMetricInstance
PointwiseMetricResult
PointwiseMetricSpec
Port
PredefinedSplit
PredictRequest
PredictRequestResponseLoggingConfig
PredictResponse
PredictSchemata
Presets
Overview
Modality
Query
PrivateEndpoints
PrivateServiceConnectConfig
Probe
Overview
ExecAction
PscAutomatedEndpoints
PublisherModel
Overview
CallToAction
Overview
Deploy
Overview
DeployMetadata
Overview
LabelsEntry
DeployGke
OpenFineTuningPipelines
OpenNotebooks
RegionalResourceReferences
Overview
ReferencesEntry
ViewRestApi
Documentation
LaunchStage
OpenSourceCategory
ResourceReference
VersionState
PublisherModelView
PurgeArtifactsMetadata
PurgeArtifactsRequest
PurgeArtifactsResponse
PurgeContextsMetadata
PurgeContextsRequest
PurgeContextsResponse
PurgeExecutionsMetadata
PurgeExecutionsRequest
PurgeExecutionsResponse
PythonPackageSpec
QueryArtifactLineageSubgraphRequest
QueryContextLineageSubgraphRequest
QueryDeployedModelsRequest
QueryDeployedModelsResponse
QueryExecutionInputsAndOutputsRequest
QuestionAnsweringCorrectnessInput
QuestionAnsweringCorrectnessInstance
QuestionAnsweringCorrectnessResult
QuestionAnsweringCorrectnessSpec
QuestionAnsweringHelpfulnessInput
QuestionAnsweringHelpfulnessInstance
QuestionAnsweringHelpfulnessResult
QuestionAnsweringHelpfulnessSpec
QuestionAnsweringQualityInput
QuestionAnsweringQualityInstance
QuestionAnsweringQualityResult
QuestionAnsweringQualitySpec
QuestionAnsweringRelevanceInput
QuestionAnsweringRelevanceInstance
QuestionAnsweringRelevanceResult
QuestionAnsweringRelevanceSpec
RawPredictRequest
RayLogsSpec
RayMetricSpec
RaySpec
Overview
ResourcePoolImagesEntry
ReadFeatureValuesRequest
ReadFeatureValuesResponse
Overview
EntityView
Overview
Data
FeatureDescriptor
Header
ReadIndexDatapointsRequest
ReadIndexDatapointsResponse
ReadTensorboardBlobDataRequest
ReadTensorboardBlobDataResponse
ReadTensorboardSizeRequest
ReadTensorboardSizeResponse
ReadTensorboardTimeSeriesDataRequest
ReadTensorboardTimeSeriesDataResponse
ReadTensorboardUsageRequest
ReadTensorboardUsageResponse
Overview
MonthlyUsageDataEntry
PerMonthUsageData
PerUserUsageData
RebootPersistentResourceOperationMetadata
RebootPersistentResourceRequest
RemoveContextChildrenRequest
RemoveContextChildrenResponse
RemoveDatapointsRequest
RemoveDatapointsResponse
ReservationAffinity
Overview
Type
ResourcePool
Overview
AutoscalingSpec
ResourceRuntime
Overview
AccessUrisEntry
ResourceRuntimeSpec
ResourcesConsumed
RestoreDatasetVersionOperationMetadata
RestoreDatasetVersionRequest
ResumeModelDeploymentMonitoringJobRequest
ResumeScheduleRequest
Retrieval
RougeInput
RougeInstance
RougeMetricValue
RougeResults
RougeSpec
SafetyInput
SafetyInstance
SafetyRating
Overview
HarmProbability
HarmSeverity
SafetyResult
SafetySetting
Overview
HarmBlockMethod
HarmBlockThreshold
SafetySpec
SampleConfig
Overview
SampleStrategy
SampledShapleyAttribution
SamplingStrategy
Overview
RandomSampleConfig
SavedQuery
Scalar
Schedule
Overview
RunResponse
<